TL;DR
- A call can be answered and still leave a patient without the right next step.
- Specialty scheduling is a routing decision shaped by clinical context and local rules.
- Automation should complete routine work and bring people in with context when judgment is needed.
- Measure progress toward appropriate care, not call containment alone.
Topics
TL;DR
- A call can be answered and still leave a patient without the right next step.
- Specialty scheduling is a routing decision shaped by clinical context and local rules.
- Automation should complete routine work and bring people in with context when judgment is needed.
- Measure progress toward appropriate care, not call containment alone.
When the Call Ends, the Work May Still Be Open with: A Completed Call Does Not Guarantee Access
After nearly three decades as a physician and health system leader, I wasn’t looking for another job. I was looking for the biggest opportunity to improve healthcare. I had seen clinicians do remarkable work and patients struggle to reach the care they needed. When I watched demos of AI agents handling real patient scenarios, I saw a practical way to reduce some of that friction with technology available today. That matters clinically.
Timely Access Is Part of Clinical Care
When patients cannot get care at the right time, their condition can worsen. Frustrated, they may turn to an emergency department instead of reaching the primary care clinician or specialist they need. Access is how a health system connects a clinical need to the right care, in the right place, at the right time.
A patient may have an appointment on the calendar and still be headed to the wrong provider or visit type. A referral may be in the EHR while no one has contacted them. A transfer can move a call between teams without moving the patient any closer to an appointment.
One dashboard may show an answered call; another, a referral received. Unless the systems track what happened next, leaders may not know whether the patient got an appointment, was transferred, or gave up.
Call metrics help teams diagnose capacity; they do not show whether patients reached care. Press Ganey’s 2025 report, based on 6.5 million encounters and a nationwide survey, found that 48.4% of consumers faced appointment barriers. That is a reason to look at what happens after first contact, not only how quickly it is answered.
Scheduling Is a Routing Decision
In specialty care, scheduling is not simply finding an open slot. It is matching a patient’s need to the right clinical path.
A scheduler may need to distinguish between two similar requests, identify whether a patient is new or established, confirm the appropriate visit type, and check prerequisites before offering an appointment. The right decision can depend on symptoms, prior treatment, imaging, referral requirements, insurance rules, provider preferences, and urgency.
In many practices, the rules live in staff members’ experience as much as they do in written protocols. Some are in the EHR; others are in training documents, spreadsheets, messages, or a colleague’s memory. That knowledge keeps the practice moving, but it also makes access depend on who answers and what they happen to know.
Patient access works better when the organization’s rules can be applied consistently and staff have a clear route to step in when a request is uncertain, urgent, or outside the standard workflow. Patient access automation can help when it completes the task in the systems staff use and hands over the cases they should handle.
Referrals Show What a Delay Looks Like
A referral makes the distance between administrative work and care especially clear. A clinician has decided that a patient should see a specialist. Someone still has to review the referral, confirm the information the practice needs, and contact the patient before scheduling can begin.
At the Center for Sports Medicine & Orthopaedics (CSMO), referral outreach competed with the phone queue for staff time. The practice received roughly 75 referrals a day. Before Assort, first outreach could take three or four business days, and some follow-up attempts took longer.
Now, CSMO begins outreach within hours. About 90% of referrals move through intake, verification, outreach, and scheduling without manual work, and 77% convert into appointments. Staff still step in when information is incomplete, a referral needs review, or a patient needs help beyond the standard workflow.
CSMO’s figures show faster referral processing and appointment conversion. They do not establish what happened clinically after each appointment. They do identify a delay the practice could change: the time between receiving a referral and contacting the patient.
The right measure depends on the workflow. SENTA Partners tracks referral conversion alongside hold time. At Northern California Retina Vitreous Associates, an urgent retinal detachment needs to be scheduled within one to two days. In both settings, success depends on moving the patient to the next step the specialty requires. Michigan Orthopedic Surgeons reported a 5% increase in appointment volume after automating scheduling across more than 90 providers and 10 locations.
Automation Should Finish the Task
An automated interaction earns its place when it completes a step that would otherwise send the patient back into a queue. That continuity can be practical: an agent might remember that a patient works until 5 and prefers no calls before 6, or that they prefer another language or need someone to speak more slowly. The next interaction can begin with those preferences already in mind.
If a patient needs to reschedule, the reminder should lead to a confirmed new appointment, not another phone journey. If a referral is ready for outreach, the process should move it toward scheduling and make the status visible to the team. If a request needs a person, the handoff should carry the information already gathered so the patient does not have to start over.
A digital option or AI voice agent should give patients another reliable way to complete routine work. Patients who need staff should still reach them without starting over. More ways to get help should mean more access, not a single required channel.
Measure Whether the Patient Moved Forward
Call volume, speed to answer, abandonment, and containment are useful operating measures. They can show where demand is building or where a process is failing. On their own, they cannot tell leaders whether patients reached appropriate care.
Together, these measures show whether the patient moved forward and where the process still sends people back for another call, another form, or another explanation. A companion guide to patient journey analytics explains how to connect these measures across calls, referrals, scheduling, and follow-up.
Give Staff a Clear Escalation Path
A routine cancellation and a new symptom should not follow the same path. A configured workflow may handle a straightforward appointment change. New or unclear symptoms, urgent concerns, incomplete records, and exceptions need a reliable route to trained staff or clinical review.
That boundary has to reflect the organization’s own protocols. Schedulers, nurses, physicians, and practice leaders should help map the rules, identify exceptions, and test the workflow before it goes live. When a handoff is needed, staff should receive the reason for escalation and the information already collected. The patient should not have to retell the story simply because the system changed hands.
After launch, review routing accuracy, referral times, repeat calls, and whether completion rates differ by patient group. When a pattern appears, adjust the workflow with the staff who handle it.
Make Access a Clinical Priority
A health system can provide excellent clinical care and still make it difficult for patients to reach it. The phone may be answered. The referral may be in the system. The appointment may even be booked. The meaningful question is whether the patient reached the right next step without avoidable delay or friction.
For me, the test is whether we help move patients from a clinical need or decision to the care they need, with fewer gaps in between. Count the calls, then ask what happened next: Did the patient reach the right care team? Did the referral become an appointment? Could the next staff member see what had already happened? Those are access questions, and they deserve the same operational discipline as the care that follows.
Book a demo with Assort Health and bring one high-friction access workflow from your organization.

Dr. Sunny Eappen
Chief Medical Officer
Dr. Sunny Eappen is Chief Medical Officer at Assort Health, providing clinical strategy for AI agents that expand patient access and navigate care pathways. He served as President and CEO of the University of Vermont Health Network, following roles at Brigham and Women’s Hospital and Mass Eye and Ear.






